SOTAVerified

Object Detection

Papers

Showing 52015225 of 10957 papers

TitleStatusHype
Investigating the Robustness and Properties of Detection Transformers (DETR) Toward Difficult Images0
GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection0
PeP: a Point enhanced Painting method for unified point cloud tasks0
Impact of Label Types on Training SWIN Models with Overhead Imagery0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning0
LangNav: Language as a Perceptual Representation for Navigation0
Fire Detection From Image and Video Using YOLOv50
Advanced Efficient Strategy for Detection of Dark Objects Based on Spiking Network with Multi-Box Detection0
V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkCode0
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real ImagesCode0
Precise Payload Delivery via Unmanned Aerial Vehicles: An Approach Using Object Detection Algorithms0
Deep Learning for Automatic Detection and Facial Recognition in Japanese Macaques: Illuminating Social Networks0
3DS-SLAM: A 3D Object Detection based Semantic SLAM towards Dynamic Indoor Environments0
Solution for SMART-101 Challenge of ICCV Multi-modal Algorithmic Reasoning Task 20230
Focus on Local Regions for Query-based Object Detection0
Joint object detection and re-identification for 3D obstacle multi-camera systems0
CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion0
UAVs and Neural Networks for search and rescue missions0
Anyview: Generalizable Indoor 3D Object Detection with Variable Frames0
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object DetectionCode0
Care3D: An Active 3D Object Detection Dataset of Real Robotic-Care EnvironmentsCode0
Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera Systems0
DANet: Enhancing Small Object Detection through an Efficient Deformable Attention Network0
Hierarchical Side-Tuning for Vision Transformers0
SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified